Ismail Ben Ayed
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
102
Venues
13
Active years
2004–2026
Best venue rank
A*
Where they publish
Papers
102 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | WACV | Histopath-C: Towards Realistic Domain Shifts for Histopathology Vision-Language Adaptation. | Mehrdad Noori, Gustavo Adolfo Vargas Hakim, David Osowiechi, Fereshteh Shakeri, Ali Bahri, Moslem Yazdanpanah, Sahar Dastani, Ismail Ben Ayed, Christian Desrosiers |
| 2026 | WACV | Revisiting Layer Normalization for Point Cloud Test Time Adaptation. | Moslem Yazdanpanah, Ali Bahri, Mehrdad Noori, Sahar Dastani, Samuel Barbeau, David Osowiechi, Gustavo Adolfo Vargas Hakim, Ismail Ben Ayed, Christian Desrosiers |
| 2025 | AAAI | AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples. | Antonio Emanuele Cin, Jrme Rony, Maura Pintor, Luca Demetrio, Ambra Demontis, Battista Biggio, Ismail Ben Ayed, Fabio Roli |
| 2025 | CVPR | Spectral Informed Mamba for Robust Point Cloud Processing. | Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, Sahar Dastani, Milad Cheraghalikhani, Gustavo Adolfo Vargas Hakim, David Osowiechi, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers |
| 2025 | CVPR | Conformal Prediction for Zero-Shot Models. | Julio Silva-Rodrguez, Ismail Ben Ayed, Jose Dolz |
| 2025 | CVPR | Vocabulary-free few-shot learning for vision-language models. | Maxime Zanella, Clment Fuchs, Ismail Ben Ayed, Christophe De Vleeschouwer |
| 2025 | CVPR | Realistic Test-Time Adaptation of Vision-Language Models. | Maxime Zanella, Clment Fuchs, Christophe De Vleeschouwer, Ismail Ben Ayed |
| 2025 | CVPR | UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning. | Long Zhou, Fereshteh Shakeri, Aymen Sadraoui, Mounir Kaaniche, Jean-Christophe Pesquet, Ismail Ben Ayed |
| 2025 | ICASSP | Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification. | Karim El Khoury, Maxime Zanella, Benot Grin, Tiffanie Godelaine, Benot Macq, Sad Mahmoudi, Christophe De Vleeschouwer, Ismail Ben Ayed |
| 2025 | ICCV | ViLU: Learning Vision-Language Uncertainties for Failure Prediction. | Marc Lafon, Yannis Karmim, Julio Silva-Rodrguez, Paul Couairon, Clment Rambour, Raphal Fournier-S'niehotta, Ismail Ben Ayed, Jose Dolz, Nicolas Thome |
| 2025 | ICCV | Sparsity Outperforms Low-Rank Projections in Few-Shot Adaptation. | Nairouz Mrabah, Nicolas Richet, Ismail Ben Ayed, Eric Granger |
| 2025 | ICCV | Purge-Gate: Backpropagation-Free Test-Time Adaptation for Point Clouds Classification via Token Purging. | Moslem Yazdanpanah, Ali Bahri, Mehrdad Noori, Sahar Dastani, Gustavo Adolfo Vargas Hakim, David Osowiechi, Ismail Ben Ayed, Christian Desrosiers |
| 2025 | ICML | SMART-PC: Skeletal Model Adaptation for Robust Test-Time Training in Point Clouds. | Ali Bahri, Moslem Yazdanpanah, Sahar Dastani, Mehrdad Noori, Gustavo Adolfo Vargas Hakim, David Osowiechi, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers |
| 2025 | MICCAI | Regularized Low-Rank Adaptation for Few-Shot Organ Segmentation. | Ghassen Baklouti, Julio Silva-Rodrguez, Jose Dolz, Houda Bahig, Ismail Ben Ayed |
| 2025 | MICCAI | Reflect: Rectified Flows for Efficient Brain Anomaly Correction Transport. | Farzad Beizaee, Sina Hajimiri, Ismail Ben Ayed, Gregory A. Lodygensky, Christian Desrosiers, Jose Dolz |
| 2025 | MICCAI | Test-Time Adaptation of Medical Vision-Language Models. | Fereshteh Shakeri, Ghassen Baklouti, Julio Silva-Rodrguez, Maxime Zanella, Houda Bahig, Jose Dolz, Ismail Ben Ayed |
| 2025 | MICCAI | Trustworthy Few-Shot Transfer of Medical VLMs Through Split Conformal Prediction. | Julio Silva-Rodrguez, Ismail Ben Ayed, Jose Dolz |
| 2025 | MICCAI | Few-Shot, Now for Real: Medical VLMs Adaptation Without Balanced Sets or Validation. | Julio Silva-Rodrguez, Fereshteh Shakeri, Houda Bahig, Jose Dolz, Ismail Ben Ayed |
| 2025 | WACV | FDS: Feedback-Guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization. | Ali Bahri, Mehrdad Noori, Gustavo Adolfo Vargas Hakim, Ismail Ben Ayed, Milad Cheraghalikhani, David Osowiechi, Christian Desrosiers, Moslem Yazdanpanah |
| 2025 | WACV | Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging. | Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, Sahar Dastani, Milad Cheraghalikhani, David Osowiechi, Farzad Beizaee, Gustavo Adolfo Vargas Hakim, Ismail Ben Ayed, Christian Desrosiers |
| 2025 | WACV | Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation. | Sina Hajimiri, Ismail Ben Ayed, Jose Dolz |
| 2025 | WACV | CLIPArTT: Adaptation of CLIP to New Domains at Test Time. | Gustavo Adolfo Vargas Hakim, David Osowiechi, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Moslem Yazdanpanah, Ismail Ben Ayed, Christian Desrosiers |
| 2024 | CVPR | LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP. | Yunshi Huang, Fereshteh Shakeri, Jose Dolz, Malik Boudiaf, Houda Bahig, Ismail Ben Ayed |
| 2024 | CVPR | Transductive Zero-Shot and Few-Shot CLIP. | Sgolne Martin, Yunshi Huang, Fereshteh Shakeri, Jean-Christophe Pesquet, Ismail Ben Ayed |
| 2024 | CVPR | NC-TTT: A Noise Constrastive Approach for Test-Time Training. | David Osowiechi, Gustavo Adolfo Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Moslem Yazdanpanah, Ismail Ben Ayed, Christian Desrosiers |
| 2024 | CVPR | A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models. | Julio Silva-Rodrguez, Sina Hajimiri, Ismail Ben Ayed, Jose Dolz |
| 2024 | CVPR | Low-Rank Few-Shot Adaptation of Vision-Language Models. | Maxime Zanella, Ismail Ben Ayed |
| 2024 | CVPR | On the Test-Time Zero-Shot Generalization of Vision-Language Models: Do we Really need Prompt Learning? | Maxime Zanella, Ismail Ben Ayed |
| 2024 | ECCV | Robust Calibration of Large Vision-Language Adapters. | Balamurali Murugesan, Julio Silva-Rodrguez, Ismail Ben Ayed, Jose Dolz |
| 2024 | MICCAI | Class and Region-Adaptive Constraints for Network Calibration. | Balamurali Murugesan, Julio Silva-Rodrguez, Ismail Ben Ayed, Jose Dolz |
| 2024 | MICCAI | Few-Shot Adaptation of Medical Vision-Language Models. | Fereshteh Shakeri, Yunshi Huang, Julio Silva-Rodrguez, Houda Bahig, An Tang, Jose Dolz, Ismail Ben Ayed |
| 2024 | MICCAI | Boosting Vision-Language Models for Histopathology Classification: Predict All at Once. | Maxime Zanella, Fereshteh Shakeri, Yunshi Huang, Houda Bahig, Ismail Ben Ayed |
| 2024 | WACV | Bag of Tricks for Fully Test-Time Adaptation. | Saypraseuth Mounsaveng, Florent Chiaroni, Malik Boudiaf, Marco Pedersoli, Ismail Ben Ayed |
| 2024 | WACV | Prompting classes: Exploring the Power of Prompt Class Learning in Weakly Supervised Semantic Segmentation. | Balamurali Murugesan, Rukhshanda Hussain, Rajarshi Bhattacharya, Ismail Ben Ayed, Jose Dolz |
| 2023 | CGI | Exploring the Transferability of a Foundation Model for Fundus Images: Application to Hypertensive Retinopathy. | Julio Silva-Rodrguez, Jihed Chelbi, Waziha Kabir, Hadi Chakor, Jose Dolz, Ismail Ben Ayed, Riadh Kobbi |
| 2023 | CVPR | Open-Set Likelihood Maximization for Few-Shot Learning. | Malik Boudiaf, Etienne Bennequin, Myriam Tami, Antoine Toubhans, Pablo Piantanida, Cline Hudelot, Ismail Ben Ayed |
| 2023 | CVPR | A Strong Baseline for Generalized Few-Shot Semantic Segmentation. | Sina Hajimiri, Malik Boudiaf, Ismail Ben Ayed, Jose Dolz |
| 2023 | CVPR | Class Adaptive Network Calibration. | Bingyuan Liu, Jrme Rony, Adrian Galdran, Jose Dolz, Ismail Ben Ayed |
| 2023 | CVPR | Proximal Splitting Adversarial Attack for Semantic Segmentation. | Jrme Rony, Jean-Christophe Pesquet, Ismail Ben Ayed |
| 2023 | EMNLP | Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models. | Pierre Colombo, Victor Pellegrain, Malik Boudiaf, Myriam Tami, Victor Storchan, Ismail Ben Ayed, Pablo Piantanida |
| 2023 | ICCV | Parametric Information Maximization for Generalized Category Discovery. | Florent Chiaroni, Jose Dolz, Imtiaz Masud Ziko, Amar Mitiche, Ismail Ben Ayed |
| 2023 | ICCV | ClusT3: Information Invariant Test-Time Training. | Gustavo Adolfo Vargas Hakim, David Osowiechi, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Ismail Ben Ayed, Christian Desrosiers |
| 2023 | MICCAI | Trust Your Neighbours: Penalty-Based Constraints for Model Calibration. | Balamurali Murugesan, Sukesh Adiga V, Bingyuan Liu, Herve Lombaert, Ismail Ben Ayed, Jose Dolz |
| 2023 | MICCAI | Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation. | Julio Silva-Rodrguez, Jose Dolz, Ismail Ben Ayed |
| 2023 | WACV | TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos. | Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger |
| 2023 | WACV | TTTFlow: Unsupervised Test-Time Training with Normalizing Flow. | David Osowiechi, Gustavo Adolfo Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ismail Ben Ayed, Christian Desrosiers |
| 2022 | CVPR | Parameter-free Online Test-time Adaptation. | Malik Boudiaf, Romain Mller, Ismail Ben Ayed, Luca Bertinetto |
| 2022 | CVPR | The Devil is in the Margin: Margin-based Label Smoothing for Network Calibration. | Bingyuan Liu, Ismail Ben Ayed, Adrian Galdran, Jose Dolz |
| 2022 | MICCAI | Test-Time Adaptation with Shape Moments for Image Segmentation. | Mathilde Bateson, Herve Lombaert, Ismail Ben Ayed |
| 2022 | WACV | F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling. | Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger |
| 2021 | AAAI | Variational Fair Clustering. | Imtiaz Masud Ziko, Jing Yuan, Eric Granger, Ismail Ben Ayed |
| 2021 | CVPR | Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? | Malik Boudiaf, Hoel Kervadec, Imtiaz Masud Ziko, Pablo Piantanida, Ismail Ben Ayed, Jose Dolz |
| 2021 | ICCV | Augmented Lagrangian Adversarial Attacks. | Jrme Rony, Eric Granger, Marco Pedersoli, Ismail Ben Ayed |
| 2021 | WACV | On the Texture Bias for Few-Shot CNN Segmentation. | Reza Azad, Abdur Razzaq Fayjie, Claude Kauffmann, Ismail Ben Ayed, Marco Pedersoli, Jose Dolz |
| 2021 | WACV | Deep Active Learning for Joint Classification & Segmentation with Weak Annotator. | Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger |
| 2021 | WACV | Learning Data Augmentation with Online Bilevel Optimization for Image Classification. | Saypraseuth Mounsaveng, Issam H. Laradji, Ismail Ben Ayed, David Vzquez, Marco Pedersoli |
| 2020 | ECCV | A Unifying Mutual Information View of Metric Learning: Cross-Entropy vs. Pairwise Losses. | Malik Boudiaf, Jrme Rony, Imtiaz Masud Ziko, Eric Granger, Marco Pedersoli, Pablo Piantanida, Ismail Ben Ayed |
| 2020 | ICML | Laplacian Regularized Few-Shot Learning. | Imtiaz Masud Ziko, Jose Dolz, Eric Granger, Ismail Ben Ayed |
| 2020 | MICCAI | Source-Relaxed Domain Adaptation for Image Segmentation. | Mathilde Bateson, Hoel Kervadec, Jose Dolz, Herv Lombaert, Ismail Ben Ayed |
| 2020 | MICCAI | Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images. | Adrian Galdran, Jose Dolz, Hadi Chakor, Herv Lombaert, Ismail Ben Ayed |
| 2020 | WACV | Pose Guided Gated Fusion for Person Re-identification. | Amran Bhuiyan, Yang Liu, Parthipan Siva, Mehrsan Javan, Ismail Ben Ayed, Eric Granger |
| 2019 | CVPR | Beyond Gradient Descent for Regularized Segmentation Losses. | Dmitrii Marin, Meng Tang, Ismail Ben Ayed, Yuri Boykov |
| 2019 | CVPR | Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses. | Jrme Rony, Luiz G. Hafemann, Luiz S. Oliveira, Ismail Ben Ayed, Robert Sabourin, Eric Granger |
| 2019 | MICCAI | Constrained Domain Adaptation for Segmentation. | Mathilde Bateson, Hoel Kervadec, Jose Dolz, Herv Lombaert, Ismail Ben Ayed |
| 2019 | MICCAI | Curriculum Semi-supervised Segmentation. | Hoel Kervadec, Jose Dolz, ric Granger, Ismail Ben Ayed |
| 2018 | ECCV | On Regularized Losses for Weakly-supervised CNN Segmentation. | Meng Tang, Federico Perazzi, Abdelaziz Djelouah, Ismail Ben Ayed, Christopher Schroers, Yuri Boykov |
| 2018 | MICCAI | Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities. | Jose Dolz, Ismail Ben Ayed, Christian Desrosiers |
| 2018 | MICCAI | IVD-Net: Intervertebral Disc Localization and Segmentation in MRI with a Multi-modal UNet. | Jose Dolz, Christian Desrosiers, Ismail Ben Ayed |
| 2017 | CVPR | DOPE: Distributed Optimization for Pairwise Energies. | Jose Dolz, Ismail Ben Ayed, Christian Desrosiers |
| 2017 | MICCAI | Unbiased Shape Compactness for Segmentation. | Jose Dolz, Ismail Ben Ayed, Christian Desrosiers |
| 2016 | ECCV | Normalized Cut Meets MRF. | Meng Tang, Dmitrii Marin, Ismail Ben Ayed, Yuri Boykov |
| 2015 | ICCV | Volumetric Bias in Segmentation and Reconstruction: Secrets and Solutions. | Yuri Boykov, Hossam N. Isack, Carl Olsson, Ismail Ben Ayed |
| 2015 | ICCV | Secrets of GrabCut and Kernel K-Means. | Meng Tang, Ismail Ben Ayed, Dmitrii Marin, Yuri Boykov |
| 2014 | CVPR | Submodularization for Binary Pairwise Energies. | Lena Gorelick, Yuri Boykov, Olga Veksler, Ismail Ben Ayed, Andrew Delong |
| 2014 | ECCV | Pseudo-bound Optimization for Binary Energies. | Meng Tang, Ismail Ben Ayed, Yuri Boykov |
| 2014 | ISVC | Direct Estimation of Dense Scene Flow and Depth from a Monocular Sequence. | Yosra Mathlouthi, Amar Mitiche, Ismail Ben Ayed |
| 2014 | MICCAI | TRIC: Trust Region for Invariant Compactness and Its Application to Abdominal Aorta Segmentation. | Ismail Ben Ayed, Michael Wang, Brandon Miles, Gregory J. Garvin |
| 2013 | CVPR | Auxiliary Cuts for General Classes of Higher Order Functionals. | Ismail Ben Ayed, Lena Gorelick, Yuri Boykov |
| 2013 | MICCAI | Right Ventricle Segmentation with Probability Product Kernel Constraints. | Cyrus M. S. Nambakhsh, Terry M. Peters, Ali Islam, Ismail Ben Ayed |
| 2012 | ICIP | Convex relaxation for image segmentation by kernel mapping. | Mohamed Ben Salah, Ismail Ben Ayed, Jing Yuan, Zhijie Wang, Hong Zhang |
| 2012 | MICCAI | Global Assessment of Cardiac Function Using Image Statistics in MRI. | Mariam Afshin, Ismail Ben Ayed, Ali Islam, Aashish Goela, Terry M. Peters, Shuo Li |
| 2012 | MICCAI | Vertebral Body Segmentation in MRI via Convex Relaxation and Distribution Matching. | Ismail Ben Ayed, Kumaradevan Punithakumar, Rashid Minhas, Rohit Joshi, Gregory J. Garvin |
| 2012 | MICCAI | Regional Heart Motion Abnormality Detection via Multiview Fusion. | Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Aashish Goela, Shuo Li |
| 2011 | MICCAI | Assessment of Regional Myocardial Function via Statistical Features in MR Images. | Mariam Afshin, Ismail Ben Ayed, Kumaradevan Punithakumar, Max W. K. Law, Ali Islam, Aashish Goela, Ian G. Ross, Terry M. Peters, Shuo Li |
| 2010 | CVPR | Graph cut segmentation with a global constraint: Recovering region distribution via a bound of the Bhattacharyya measure. | Ismail Ben Ayed, Hua-mei Chen, Kumaradevan Punithakumar, Ian G. Ross, Shuo Li |
| 2010 | CVPR | Finding image distributions on active curves. | Ismail Ben Ayed, Amar Mitiche, Mohamed Ben Salah, Shuo Li |
| 2010 | ICIP | Image partitioning with kernel mapping and graph cuts. | Mohamed Ben Salah, Amar Mitiche, Ismail Ben Ayed |
| 2010 | MICCAI | Regional Heart Motion Abnormality Detection via Information Measures and Unscented Kalman Filtering. | Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Shuo Li |
| 2009 | ACCV | Tracking Endocardial Boundary and Motion via Graph Cut Distribution Matching and Multiple Model Filtering. | Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Shuo Li |
| 2009 | ICIP | Image segmentation in a kernel-induced space. | Mohamed Ben Salah, Amar Mitiche, Ismail Ben Ayed |
| 2009 | MICCAI | Left Ventricle Segmentation via Graph Cut Distribution Matching. | Ismail Ben Ayed, Kumaradevan Punithakumar, Shuo Li, Ali Islam, Jaron Chong |
| 2009 | MICCAI | Heart Motion Abnormality Detection via an Information Measure and Bayesian Filtering. | Kumaradevan Punithakumar, Shuo Li, Ismail Ben Ayed, Ian G. Ross, Ali Islam, Jaron Chong |
| 2008 | CVPR | Tracking distributions with an overlap prior. | Ismail Ben Ayed, Shuo Li, Ian G. Ross |
| 2008 | ISVC | Merging Active Contours. | Ismail Ben Ayed, Amar Mitiche |
| 2008 | ISVC | A Continuous Labeling for Multiphase Graph Cut Image Partitioning. | Mohamed Ben Salah, Amar Mitiche, Ismail Ben Ayed |
| 2008 | MICCAI | Left Ventricle Tracking Using Overlap Priors. | Ismail Ben Ayed, Yingli Lu, Shuo Li, Ian G. Ross |
| 2007 | ACCV | Embedding a Region Merging Prior in Level Set Vector-Valued Image Segmentation. | Ismail Ben Ayed, Amar Mitiche |
| 2006 | ICIP | A Partition Constrained Minimization Scheme for Efficient Multiphase Level Set Image Segmentation. | Ismail Ben Ayed, Amar Mitiche |
| 2006 | ICIP | Variational Unsupervised Segmentation of Multi-Look Complex Polarimetric Images using a Wishart Observation Model. | Ismail Ben Ayed, Amar Mitiche, Ziad Belhadj |
| 2005 | ICIP | Level set curve evolution partitioning of polarimetric images. | Ismail Ben Ayed, Amar Mitiche, Ziad Belhadj |
| 2004 | ICIP | Sar image segmentation with active contours and level sets. | Ismail Ben Ayed, Carlos Vzquez, Amar Mitiche, Ziad Belhadj |
| 2004 | ICIP | Image segmentation as regularized clustering: a fully global curve evolution method. | Carlos Vzquez, Amar Mitiche, Ismail Ben Ayed |